Data Mining in Complex Diseases Using Evolutionary Computation. - Vanessa Aguiar-Pulido; José A. Seoane; Ana Freire; Cristian R. Munteanu (IWANN (1), 2009)

Genetic Algorithm based on Differential Evolution with Variable Length - Runoff Prediction on an Artificial Basin. - Ana Freire; Vanessa Aguiar-Pulido; Juan R. Rabuñal; Marta Garrido (IJCCI (ICEC), 2010)

Retrieval and management of medical information from heterogeneous sources, for its integration in a medical record visualisation tool. - Alba Cabarcos; Tamara Sanchez; José A. Seoane; Vanessa Aguiar-Pulido; Ana Freire; Julián Dorado; Alejandro Pazos (Int. J. Electron. Heal., 2010)

SNP-Schizo: A Web Tool for Schizophrenia SNP Sequence Classification. - Vanessa Aguiar-Pulido; José A. Seoane; Cristian R. Munteanu; Alejandro Pazos (IWANN (2), 2011)

Clustering of Gene Expression Profiles Applied to Marine Research. - Vanessa Aguiar-Pulido; Victoria Suárez-Ulloa; Daniel Rivero 001; José M. Eirín-López; Julián Dorado (IWANN (1), 2013)

Using genetic algorithms for automatic recurrent ANN development: an application to EEG signal classification. - Daniel Rivero 001; Vanessa Aguiar-Pulido; Enrique Fernández-Blanco; Marcos Gestal (Int. J. Data Min. Model. Manag., 2013)

SNP locator: a candidate SNP selection tool. - José A. Seoane; Vanessa Aguiar-Pulido; Alba Cabarcos; Sonsoles Quintela; Juan Ramón Rabuñal; Julián Dorado (Int. J. Data Min. Model. Manag., 2013)

ATria: a novel centrality algorithm applied to biological networks. - Trevor Cickovski; Eli Peake; Vanessa Aguiar-Pulido; Giri Narasimhan (BMC Bioinform., 2017)

MATria: a unified centrality algorithm. - Trevor Cickovski; Vanessa Aguiar-Pulido; Giri Narasimhan (BMC Bioinform., 2019)

Machine Learning in Personalized Skin Care: A Simulation Scheme for Pattern Recognition in Skin Condition Genome-wide Association Studies. - Jerry Bonnell; Melanie Xia; Lee Wall; York Eggleston; Mitsunori Ogihara; Vanessa Aguiar-Pulido (ICMLA, 2022)

Few-Shot Image Classification for Rare Ocular Disease with an Ensemble of Pretrained Feature Extractors and a Statistical Classifier. - Sophia Zorek; Shengxin Luo; Vanessa Aguiar-Pulido (ICMLA, 2023)

Multi-Modal AI Approach for Multi-Class Skin Disease Classification. - Michela Effendie; Vanessa Aguiar-Pulido (ICMLA, 2024)

Enhancing Vision Transformer Explainability Using Artificial Astrocytes. - Nicolas Echevarrieta-Catalan; Ana Ribas-Rodriguez; Francisco Cedron; Odelia Schwartz; Vanessa Aguiar-Pulido (CVPR Workshops, 2025)